Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	3456
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	918.1 KiB
Average record size in memory	272.0 B

Variable types

Numeric	30
Categorical	4

Alerts

`activity` has constant value "walk"	Constant
`min_x` is highly correlated with `max_abs` and 8 other fields	High correlation
`min_y` is highly correlated with `max_y` and 2 other fields	High correlation
`min_z` is highly correlated with `max_x` and 15 other fields	High correlation
`max_x` is highly correlated with `min_z` and 17 other fields	High correlation
`max_y` is highly correlated with `min_y` and 2 other fields	High correlation
`max_z` is highly correlated with `max_abs` and 11 other fields	High correlation
`max_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`average_x` is highly correlated with `max_x` and 1 other fields	High correlation
`average_y` is highly correlated with `min_y` and 2 other fields	High correlation
`average_z` is highly correlated with `median_z`	High correlation
`average_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`median_x` is highly correlated with `max_x` and 1 other fields	High correlation
`median_y` is highly correlated with `min_y` and 2 other fields	High correlation
`median_z` is highly correlated with `average_z`	High correlation
`median_abs` is highly correlated with `min_x` and 16 other fields	High correlation
`std_x` is highly correlated with `min_x` and 17 other fields	High correlation
`std_y` is highly correlated with `min_z` and 15 other fields	High correlation
`std_z` is highly correlated with `min_z` and 16 other fields	High correlation
`std_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`var_x` is highly correlated with `min_x` and 17 other fields	High correlation
`var_y` is highly correlated with `min_z` and 15 other fields	High correlation
`var_z` is highly correlated with `min_z` and 16 other fields	High correlation
`var_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`range_x` is highly correlated with `min_x` and 17 other fields	High correlation
`range_y` is highly correlated with `min_z` and 16 other fields	High correlation
`range_z` is highly correlated with `min_z` and 16 other fields	High correlation
`range_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`min_x` is highly correlated with `max_abs` and 10 other fields	High correlation
`min_y` is highly correlated with `max_x` and 3 other fields	High correlation
`min_z` is highly correlated with `max_x` and 16 other fields	High correlation
`max_x` is highly correlated with `min_y` and 15 other fields	High correlation
`max_y` is highly correlated with `min_y` and 2 other fields	High correlation
`max_z` is highly correlated with `min_z` and 14 other fields	High correlation
`max_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`average_x` is highly correlated with `median_x`	High correlation
`average_y` is highly correlated with `min_y` and 2 other fields	High correlation
`average_z` is highly correlated with `median_z`	High correlation
`average_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`median_x` is highly correlated with `average_x`	High correlation
`median_y` is highly correlated with `min_y` and 2 other fields	High correlation
`median_z` is highly correlated with `average_z`	High correlation
`median_abs` is highly correlated with `min_z` and 16 other fields	High correlation
`std_x` is highly correlated with `min_x` and 16 other fields	High correlation
`std_y` is highly correlated with `min_x` and 17 other fields	High correlation
`std_z` is highly correlated with `min_z` and 16 other fields	High correlation
`std_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`var_x` is highly correlated with `min_x` and 16 other fields	High correlation
`var_y` is highly correlated with `min_x` and 16 other fields	High correlation
`var_z` is highly correlated with `min_z` and 12 other fields	High correlation
`var_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`range_x` is highly correlated with `min_x` and 16 other fields	High correlation
`range_y` is highly correlated with `min_x` and 17 other fields	High correlation
`range_z` is highly correlated with `min_z` and 16 other fields	High correlation
`range_abs` is highly correlated with `min_x` and 17 other fields	High correlation
`min_y` is highly correlated with `max_y` and 2 other fields	High correlation
`min_z` is highly correlated with `max_x` and 8 other fields	High correlation
`max_x` is highly correlated with `min_z` and 4 other fields	High correlation
`max_y` is highly correlated with `min_y` and 2 other fields	High correlation
`max_z` is highly correlated with `std_z` and 2 other fields	High correlation
`max_abs` is highly correlated with `min_z` and 13 other fields	High correlation
`average_x` is highly correlated with `median_x`	High correlation
`average_y` is highly correlated with `min_y` and 2 other fields	High correlation
`average_z` is highly correlated with `median_z`	High correlation
`average_abs` is highly correlated with `max_abs` and 10 other fields	High correlation
`median_x` is highly correlated with `average_x`	High correlation
`median_y` is highly correlated with `min_y` and 2 other fields	High correlation
`median_z` is highly correlated with `average_z`	High correlation
`median_abs` is highly correlated with `average_abs` and 4 other fields	High correlation
`std_x` is highly correlated with `max_abs` and 7 other fields	High correlation
`std_y` is highly correlated with `min_z` and 11 other fields	High correlation
`std_z` is highly correlated with `min_z` and 10 other fields	High correlation
`std_abs` is highly correlated with `max_abs` and 13 other fields	High correlation
`var_x` is highly correlated with `max_abs` and 7 other fields	High correlation
`var_y` is highly correlated with `min_z` and 11 other fields	High correlation
`var_z` is highly correlated with `min_z` and 10 other fields	High correlation
`var_abs` is highly correlated with `max_abs` and 13 other fields	High correlation
`range_x` is highly correlated with `max_abs` and 7 other fields	High correlation
`range_y` is highly correlated with `min_z` and 12 other fields	High correlation
`range_z` is highly correlated with `min_z` and 11 other fields	High correlation
`range_abs` is highly correlated with `min_z` and 13 other fields	High correlation
`fatigue status` is highly correlated with `activity`	High correlation
`position` is highly correlated with `activity`	High correlation
`order of time` is highly correlated with `activity`	High correlation
`activity` is highly correlated with `fatigue status` and 2 other fields	High correlation
`df_index` is highly correlated with `fatigue status` and 25 other fields	High correlation
`fatigue status` is highly correlated with `df_index`	High correlation
`subject id` is highly correlated with `df_index` and 14 other fields	High correlation
`position` is highly correlated with `min_x` and 25 other fields	High correlation
`min_x` is highly correlated with `df_index` and 29 other fields	High correlation
`min_y` is highly correlated with `df_index` and 27 other fields	High correlation
`min_z` is highly correlated with `df_index` and 28 other fields	High correlation
`min_abs` is highly correlated with `position` and 26 other fields	High correlation
`max_x` is highly correlated with `df_index` and 28 other fields	High correlation
`max_y` is highly correlated with `df_index` and 29 other fields	High correlation
`max_z` is highly correlated with `df_index` and 29 other fields	High correlation
`max_abs` is highly correlated with `position` and 26 other fields	High correlation
`average_x` is highly correlated with `df_index` and 29 other fields	High correlation
`average_y` is highly correlated with `df_index` and 29 other fields	High correlation
`average_z` is highly correlated with `df_index` and 25 other fields	High correlation
`average_abs` is highly correlated with `position` and 26 other fields	High correlation
`median_x` is highly correlated with `df_index` and 29 other fields	High correlation
`median_y` is highly correlated with `df_index` and 29 other fields	High correlation
`median_z` is highly correlated with `min_x` and 17 other fields	High correlation
`median_abs` is highly correlated with `df_index` and 27 other fields	High correlation
`std_x` is highly correlated with `df_index` and 28 other fields	High correlation
`std_y` is highly correlated with `df_index` and 29 other fields	High correlation
`std_z` is highly correlated with `df_index` and 29 other fields	High correlation
`std_abs` is highly correlated with `df_index` and 28 other fields	High correlation
`var_x` is highly correlated with `df_index` and 28 other fields	High correlation
`var_y` is highly correlated with `df_index` and 28 other fields	High correlation
`var_z` is highly correlated with `df_index` and 28 other fields	High correlation
`var_abs` is highly correlated with `df_index` and 27 other fields	High correlation
`range_x` is highly correlated with `df_index` and 28 other fields	High correlation
`range_y` is highly correlated with `df_index` and 28 other fields	High correlation
`range_z` is highly correlated with `df_index` and 29 other fields	High correlation
`range_abs` is highly correlated with `df_index` and 27 other fields	High correlation
`fatigue status` is uniformly distributed	Uniform
`order of time` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`std_y` has unique values	Unique
`std_z` has unique values	Unique
`std_abs` has unique values	Unique
`var_y` has unique values	Unique
`var_z` has unique values	Unique
`var_abs` has unique values	Unique
`range_z` has unique values	Unique
`range_abs` has unique values	Unique

Reproduction

Analysis started	2022-05-27 18:11:25.073054
Analysis finished	2022-05-27 18:13:23.143249
Duration	1 minute and 58.07 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1808.5

Minimum	0
Maximum	3617
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	0
5-th percentile	172.75
Q1	863.75
median	1808.5
Q3	2753.25
95-th percentile	3444.25
Maximum	3617
Range	3617
Interquartile range (IQR)	1889.5

Descriptive statistics

Standard deviation	1068.731683
Coefficient of variation (CV)	0.5909492304
Kurtosis	-1.280404841
Mean	1808.5
Median Absolute Deviation (MAD)	945
Skewness	0
Sum	6250176
Variance	1142187.411
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
2470	1	< 0.1%
2459	1	< 0.1%
2460	1	< 0.1%
2461	1	< 0.1%
2462	1	< 0.1%
2463	1	< 0.1%
2464	1	< 0.1%
2465	1	< 0.1%
2466	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
3617	1	< 0.1%
3616	1	< 0.1%
3615	1	< 0.1%
3614	1	< 0.1%
3613	1	< 0.1%
3612	1	< 0.1%
3611	1	< 0.1%
3610	1	< 0.1%
3609	1	< 0.1%
3608	1	< 0.1%

fatigue status
Categorical

HIGH CORRELATION
HIGH CORRELATION
UNIFORM

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.1 KiB

pref	1728
post	1728

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	13824
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	pref
2nd row	pref
3rd row	pref
4th row	pref
5th row	pref

Common Values

Value	Count	Frequency (%)
pref	1728	50.0%
post	1728	50.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
pref	1728	50.0%
post	1728	50.0%

Most occurring characters

Value	Count	Frequency (%)
p	3456	25.0%
r	1728	12.5%
e	1728	12.5%
f	1728	12.5%
o	1728	12.5%
s	1728	12.5%
t	1728	12.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13824	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	3456	25.0%
r	1728	12.5%
e	1728	12.5%
f	1728	12.5%
o	1728	12.5%
s	1728	12.5%
t	1728	12.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13824	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
p	3456	25.0%
r	1728	12.5%
e	1728	12.5%
f	1728	12.5%
o	1728	12.5%
s	1728	12.5%
t	1728	12.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
p	3456	25.0%
r	1728	12.5%
e	1728	12.5%
f	1728	12.5%
o	1728	12.5%
s	1728	12.5%
t	1728	12.5%

subject id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	11
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.3125

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	5.5
median	12
Q3	18
95-th percentile	20
Maximum	20
Range	19
Interquartile range (IQR)	12.5

Descriptive statistics

Standard deviation	6.550935904
Coefficient of variation (CV)	0.5790882567
Kurtosis	-1.321413394
Mean	11.3125
Median Absolute Deviation (MAD)	6
Skewness	-0.2790311589
Sum	39096
Variance	42.91476122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
1	324	9.4%
2	324	9.4%
6	324	9.4%
11	324	9.4%
12	324	9.4%
14	324	9.4%
15	324	9.4%
18	324	9.4%
19	324	9.4%
20	324	9.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	324	9.4%
2	324	9.4%
4	216	6.2%
6	324	9.4%
11	324	9.4%
12	324	9.4%
14	324	9.4%
15	324	9.4%
18	324	9.4%
19	324	9.4%

Value	Count	Frequency (%)
20	324	9.4%
19	324	9.4%
18	324	9.4%
15	324	9.4%
14	324	9.4%
12	324	9.4%
11	324	9.4%
6	324	9.4%
4	216	6.2%
2	324	9.4%

activity
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.1 KiB

walk	3456

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	13824
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	walk
2nd row	walk
3rd row	walk
4th row	walk
5th row	walk

Common Values

Value	Count	Frequency (%)
walk	3456	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
walk	3456	100.0%

Most occurring characters

Value	Count	Frequency (%)
w	3456	25.0%
a	3456	25.0%
l	3456	25.0%
k	3456	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13824	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	3456	25.0%
a	3456	25.0%
l	3456	25.0%
k	3456	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13824	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	3456	25.0%
a	3456	25.0%
l	3456	25.0%
k	3456	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13824	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
w	3456	25.0%
a	3456	25.0%
l	3456	25.0%
k	3456	25.0%

position
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.1 KiB

ankle	1188
torso	1188
tricep	1080

Length

Max length	6
Median length	5
Mean length	5.3125
Min length	5

Characters and Unicode

Total characters	18360
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ankle
2nd row	ankle
3rd row	ankle
4th row	ankle
5th row	ankle

Common Values

Value	Count	Frequency (%)
ankle	1188	34.4%
torso	1188	34.4%
tricep	1080	31.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
ankle	1188	34.4%
torso	1188	34.4%
tricep	1080	31.2%

Most occurring characters

Value	Count	Frequency (%)
o	2376	12.9%
e	2268	12.4%
t	2268	12.4%
r	2268	12.4%
a	1188	6.5%
n	1188	6.5%
k	1188	6.5%
l	1188	6.5%
s	1188	6.5%
i	1080	5.9%
Other values (2)	2160	11.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	18360	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	2376	12.9%
e	2268	12.4%
t	2268	12.4%
r	2268	12.4%
a	1188	6.5%
n	1188	6.5%
k	1188	6.5%
l	1188	6.5%
s	1188	6.5%
i	1080	5.9%
Other values (2)	2160	11.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	18360	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	2376	12.9%
e	2268	12.4%
t	2268	12.4%
r	2268	12.4%
a	1188	6.5%
n	1188	6.5%
k	1188	6.5%
l	1188	6.5%
s	1188	6.5%
i	1080	5.9%
Other values (2)	2160	11.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	2376	12.9%
e	2268	12.4%
t	2268	12.4%
r	2268	12.4%
a	1188	6.5%
n	1188	6.5%
k	1188	6.5%
l	1188	6.5%
s	1188	6.5%
i	1080	5.9%
Other values (2)	2160	11.8%

order of time
Categorical

HIGH CORRELATION
UNIFORM

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	27.1 KiB

1	1152
2	1152
3	1152

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3456
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

Most occurring characters

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3456	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	3456	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3456	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1152	33.3%
2	1152	33.3%
3	1152	33.3%

min_x
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.401003323

Minimum	-4.827109417
Maximum	0.701801737
Zeros	0
Zeros (%)	0.0%
Negative	3091
Negative (%)	89.4%
Memory size	27.1 KiB

Quantile statistics

Minimum	-4.827109417
5-th percentile	-3.920822834
Q1	-1.778043274
median	-1.446451982
Q3	-0.413176371
95-th percentile	0.3403753152
Maximum	0.701801737
Range	5.528911154
Interquartile range (IQR)	1.364866903

Descriptive statistics

Standard deviation	1.226541423
Coefficient of variation (CV)	-0.8754736006
Kurtosis	0.06162911999
Mean	-1.401003323
Median Absolute Deviation (MAD)	0.6752521005
Skewness	-0.7435167982
Sum	-4841.867483
Variance	1.504403863
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
-0.893057947	1	< 0.1%
-1.059226216	1	< 0.1%
-1.097652916	1	< 0.1%
-0.933534638	1	< 0.1%
-0.784477131	1	< 0.1%
-0.741406409	1	< 0.1%
-0.730889172	1	< 0.1%
-0.81024997	1	< 0.1%
-1.325824857	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.827109417	1	< 0.1%
-4.817109962	1	< 0.1%
-4.805212032	1	< 0.1%
-4.764691012	1	< 0.1%
-4.75828621	1	< 0.1%
-4.755878093	1	< 0.1%
-4.754398473	1	< 0.1%
-4.748938779	1	< 0.1%
-4.72836922	1	< 0.1%
-4.718829568	1	< 0.1%

Value	Count	Frequency (%)
0.701801737	1	< 0.1%
0.632427298	1	< 0.1%
0.537685819	1	< 0.1%
0.500023698	1	< 0.1%
0.479914461	1	< 0.1%
0.46582553	1	< 0.1%
0.459432669	1	< 0.1%
0.455298414	1	< 0.1%
0.450958495	1	< 0.1%
0.449632095	1	< 0.1%

min_y
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.8781188317

Minimum	-4.028787527
Maximum	0.88807808
Zeros	0
Zeros (%)	0.0%
Negative	2460
Negative (%)	71.2%
Memory size	27.1 KiB

Quantile statistics

Minimum	-4.028787527
5-th percentile	-3.583613621
Q1	-1.589217732
median	-0.52151602
Q3	0.0657847385
95-th percentile	0.3774382023
Maximum	0.88807808
Range	4.916865607
Interquartile range (IQR)	1.65500247

Descriptive statistics

Standard deviation	1.218504107
Coefficient of variation (CV)	-1.387630082
Kurtosis	0.128599021
Mean	-0.8781188317
Median Absolute Deviation (MAD)	0.6611708385
Skewness	-1.093858691
Sum	-3034.778682
Variance	1.484752258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
-1.651258598	1	< 0.1%
-1.732265206	1	< 0.1%
-1.724719866	1	< 0.1%
-1.682540978	1	< 0.1%
-1.65433	1	< 0.1%
-1.61988889	1	< 0.1%
-1.720629719	1	< 0.1%
-1.567774379	1	< 0.1%
-1.817323221	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-4.028787527	1	< 0.1%
-4.022572194	1	< 0.1%
-3.985789433	1	< 0.1%
-3.97780026	1	< 0.1%
-3.960267861	1	< 0.1%
-3.951818786	1	< 0.1%
-3.948853942	1	< 0.1%
-3.928817308	1	< 0.1%
-3.924897476	1	< 0.1%
-3.917892845	1	< 0.1%

Value	Count	Frequency (%)
0.88807808	1	< 0.1%
0.886528445	1	< 0.1%
0.88545985	1	< 0.1%
0.878369792	1	< 0.1%
0.875834425	1	< 0.1%
0.875488165	1	< 0.1%
0.87222523	1	< 0.1%
0.870592741	1	< 0.1%
0.867282755	1	< 0.1%
0.864730425	1	< 0.1%

min_z
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.4602076921

Minimum	-2.70376303
Maximum	1.021
Zeros	0
Zeros (%)	0.0%
Negative	3150
Negative (%)	91.1%
Memory size	27.1 KiB

Quantile statistics

Minimum	-2.70376303
5-th percentile	-1.282111792
Q1	-0.7110751543
median	-0.295230104
Q3	-0.113110876
95-th percentile	0.04552766225
Maximum	1.021
Range	3.72476303
Interquartile range (IQR)	0.5979642783

Descriptive statistics

Standard deviation	0.4944286297
Coefficient of variation (CV)	-1.074359769
Kurtosis	3.428554444
Mean	-0.4602076921
Median Absolute Deviation (MAD)	0.2413025125
Skewness	-1.620756446
Sum	-1590.477784
Variance	0.2444596698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021	2	0.1%
-0.159709894	1	< 0.1%
-0.083632961	1	< 0.1%
-0.196444418	1	< 0.1%
-0.198754852	1	< 0.1%
-0.297757156	1	< 0.1%
-0.245098764	1	< 0.1%
-0.288557265	1	< 0.1%
-0.337660165	1	< 0.1%
-0.254021819	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.70376303	1	< 0.1%
-2.691593875	1	< 0.1%
-2.660465027	1	< 0.1%
-2.652693015	1	< 0.1%
-2.612485109	1	< 0.1%
-2.57975309	1	< 0.1%
-2.577827929	1	< 0.1%
-2.556140768	1	< 0.1%
-2.540978325	1	< 0.1%
-2.532944114	1	< 0.1%

Value	Count	Frequency (%)
1.021	2	0.1%
1.020737211	1	< 0.1%
0.99839988	1	< 0.1%
0.467555251	1	< 0.1%
0.439400994	1	< 0.1%
0.332632253	1	< 0.1%
0.254288201	1	< 0.1%
0.237345322	1	< 0.1%
0.235786027	1	< 0.1%
0.233867959	1	< 0.1%

min_abs
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4382139416

Minimum	0.010335747
Maximum	1.021079331
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	0.010335747
5-th percentile	0.2006933033
Q1	0.3411149565
median	0.4126240435
Q3	0.50812048
95-th percentile	0.7712883865
Maximum	1.021079331
Range	1.010743584
Interquartile range (IQR)	0.1670055235

Descriptive statistics

Standard deviation	0.1653652228
Coefficient of variation (CV)	0.3773618479
Kurtosis	1.094776001
Mean	0.4382139416
Median Absolute Deviation (MAD)	0.0816466175
Skewness	0.7367454105
Sum	1514.467382
Variance	0.0273456569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021079331	2	0.1%
0.419771405	1	< 0.1%
0.402616634	1	< 0.1%
0.401598144	1	< 0.1%
0.360950846	1	< 0.1%
0.390836547	1	< 0.1%
0.451791265	1	< 0.1%
0.396741855	1	< 0.1%
0.423232525	1	< 0.1%
0.31190957	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.010335747	1	< 0.1%
0.018046019	1	< 0.1%
0.02032681	1	< 0.1%
0.025290767	1	< 0.1%
0.026514086	1	< 0.1%
0.026628033	1	< 0.1%
0.027201853	1	< 0.1%
0.027360225	1	< 0.1%
0.029761161	1	< 0.1%
0.030171252	1	< 0.1%

Value	Count	Frequency (%)
1.021079331	2	0.1%
1.020818531	1	< 0.1%
1.010133655	1	< 0.1%
1.006963615	1	< 0.1%
1.003861069	1	< 0.1%
0.995916231	1	< 0.1%
0.995230794	1	< 0.1%
0.994491747	1	< 0.1%
0.991953651	1	< 0.1%
0.988721501	1	< 0.1%

max_x
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.221823457

Minimum	-0.974377335
Maximum	5.063913778
Zeros	0
Zeros (%)	0.0%
Negative	832
Negative (%)	24.1%
Memory size	27.1 KiB

Quantile statistics

Minimum	-0.974377335
5-th percentile	-0.3684203167
Q1	0.0579488205
median	0.8481791245
Q3	1.768754961
95-th percentile	4.176543371
Maximum	5.063913778
Range	6.038291113
Interquartile range (IQR)	1.710806141

Descriptive statistics

Standard deviation	1.468955164
Coefficient of variation (CV)	1.202264661
Kurtosis	-0.2221022703
Mean	1.221823457
Median Absolute Deviation (MAD)	0.896046536
Skewness	0.8984986166
Sum	4222.621866
Variance	2.157829275
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
0.407532273	1	< 0.1%
0.413338007	1	< 0.1%
0.376541656	1	< 0.1%
0.493002407	1	< 0.1%
0.18280863	1	< 0.1%
0.080500236	1	< 0.1%
0.164908972	1	< 0.1%
0.269804488	1	< 0.1%
0.421674958	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.974377335	1	< 0.1%
-0.972278088	1	< 0.1%
-0.969264869	1	< 0.1%
-0.963841114	1	< 0.1%
-0.963708977	1	< 0.1%
-0.96351542	1	< 0.1%
-0.963180198	1	< 0.1%
-0.961531413	1	< 0.1%
-0.958222999	1	< 0.1%
-0.956443061	1	< 0.1%

Value	Count	Frequency (%)
5.063913778	1	< 0.1%
4.920196034	1	< 0.1%
4.903141995	1	< 0.1%
4.902766458	1	< 0.1%
4.875047503	1	< 0.1%
4.874892843	1	< 0.1%
4.870551776	1	< 0.1%
4.855354484	1	< 0.1%
4.847145674	1	< 0.1%
4.839814487	1	< 0.1%

max_y
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.068817708

Minimum	-1.004506448
Maximum	4.053109717
Zeros	0
Zeros (%)	0.0%
Negative	822
Negative (%)	23.8%
Memory size	27.1 KiB

Quantile statistics

Minimum	-1.004506448
5-th percentile	-0.391634418
Q1	0.0306455655
median	0.689462538
Q3	1.741794896
95-th percentile	3.39010027
Maximum	4.053109717
Range	5.057616165
Interquartile range (IQR)	1.711149331

Descriptive statistics

Standard deviation	1.238918081
Coefficient of variation (CV)	1.159148162
Kurtosis	-0.7007027275
Mean	1.068817708
Median Absolute Deviation (MAD)	0.8531772365
Skewness	0.6908693426
Sum	3693.833998
Variance	1.534918011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
-0.380608731	1	< 0.1%
-0.341358441	1	< 0.1%
-0.335079353	1	< 0.1%
-0.325185376	1	< 0.1%
-0.385811141	1	< 0.1%
-0.386866822	1	< 0.1%
-0.385540765	1	< 0.1%
-0.36875913	1	< 0.1%
-0.277166702	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.004506448	1	< 0.1%
-1.003805957	1	< 0.1%
-0.865619789	1	< 0.1%
-0.860545879	1	< 0.1%
-0.845593969	1	< 0.1%
-0.844034417	1	< 0.1%
-0.843875106	1	< 0.1%
-0.843134202	1	< 0.1%
-0.84131311	1	< 0.1%
-0.829422488	1	< 0.1%

Value	Count	Frequency (%)
4.053109717	1	< 0.1%
3.954513303	1	< 0.1%
3.935057672	1	< 0.1%
3.912594159	1	< 0.1%
3.887318647	1	< 0.1%
3.882550833	1	< 0.1%
3.874391767	1	< 0.1%
3.850202081	1	< 0.1%
3.843513692	1	< 0.1%
3.837477103	1	< 0.1%

max_z
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7169106339

Minimum	0.01853458
Maximum	2.502130522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	0.01853458
5-th percentile	0.3007380738
Q1	0.4936464715
median	0.6317008855
Q3	0.833901711
95-th percentile	1.503911747
Maximum	2.502130522
Range	2.483595942
Interquartile range (IQR)	0.3402552395

Descriptive statistics

Standard deviation	0.371278272
Coefficient of variation (CV)	0.5178864065
Kurtosis	3.885379796
Mean	0.7169106339
Median Absolute Deviation (MAD)	0.1584200335
Skewness	1.751982639
Sum	2477.643151
Variance	0.1378475552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021	2	0.1%
0.377922839	1	< 0.1%
0.542717129	1	< 0.1%
0.524789478	1	< 0.1%
0.486313697	1	< 0.1%
0.315241061	1	< 0.1%
0.309770755	1	< 0.1%
0.262721948	1	< 0.1%
0.367978303	1	< 0.1%
0.462866369	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01853458	1	< 0.1%
0.08575033	1	< 0.1%
0.0986188	1	< 0.1%
0.106191558	1	< 0.1%
0.108880277	1	< 0.1%
0.113831982	1	< 0.1%
0.120388525	1	< 0.1%
0.134355604	1	< 0.1%
0.140853631	1	< 0.1%
0.152444409	1	< 0.1%

Value	Count	Frequency (%)
2.502130522	1	< 0.1%
2.406745728	1	< 0.1%
2.391238863	1	< 0.1%
2.348210753	1	< 0.1%
2.347325252	1	< 0.1%
2.345786536	1	< 0.1%
2.344799342	1	< 0.1%
2.342340089	1	< 0.1%
2.335836127	1	< 0.1%
2.311089	1	< 0.1%

max_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.750898188

Minimum	1.007775942
Maximum	5.887368111
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.007775942
5-th percentile	1.571288942
Q1	1.729404521
median	1.89096574
Q3	4.462704182
95-th percentile	5.091391447
Maximum	5.887368111
Range	4.879592169
Interquartile range (IQR)	2.733299662

Descriptive statistics

Standard deviation	1.394187886
Coefficient of variation (CV)	0.5068118812
Kurtosis	-1.29250959
Mean	2.750898188
Median Absolute Deviation (MAD)	0.232806957
Skewness	0.7295052445
Sum	9507.104137
Variance	1.94375986
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021079331	2	0.1%
1.757019186	1	< 0.1%
1.789569301	1	< 0.1%
1.742901006	1	< 0.1%
1.809137597	1	< 0.1%
1.711445222	1	< 0.1%
1.655725511	1	< 0.1%
1.816023926	1	< 0.1%
1.620865957	1	< 0.1%
1.956766724	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.007775942	1	< 0.1%
1.021079331	2	0.1%
1.026050538	1	< 0.1%
1.031158507	1	< 0.1%
1.03314852	1	< 0.1%
1.037310039	1	< 0.1%
1.039344103	1	< 0.1%
1.041381752	1	< 0.1%
1.046179759	1	< 0.1%
1.050860655	1	< 0.1%

Value	Count	Frequency (%)
5.887368111	1	< 0.1%
5.780512546	1	< 0.1%
5.730606788	1	< 0.1%
5.587528485	1	< 0.1%
5.581396475	1	< 0.1%
5.547617902	1	< 0.1%
5.53588513	1	< 0.1%
5.52573925	1	< 0.1%
5.513765471	1	< 0.1%
5.501156253	1	< 0.1%

average_x
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1330266542

Minimum	-1.020153953
Maximum	1.025847833
Zeros	0
Zeros (%)	0.0%
Negative	1841
Negative (%)	53.3%
Memory size	27.1 KiB

Quantile statistics

Minimum	-1.020153953
5-th percentile	-1.002287683
Q1	-0.759342331
median	-0.059057939
Q3	0.240484636
95-th percentile	0.9694280075
Maximum	1.025847833
Range	2.046001786
Interquartile range (IQR)	0.999826967

Descriptive statistics

Standard deviation	0.5889391987
Coefficient of variation (CV)	-4.427227025
Kurtosis	-0.6455398262
Mean	-0.1330266542
Median Absolute Deviation (MAD)	0.30638749
Skewness	-0.05009460286
Sum	-459.7401171
Variance	0.3468493797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
-0.214018658	1	< 0.1%
-0.208402678	1	< 0.1%
-0.206109048	1	< 0.1%
-0.198802158	1	< 0.1%
-0.21000164	1	< 0.1%
-0.214732878	1	< 0.1%
-0.249805742	1	< 0.1%
-0.250122231	1	< 0.1%
-0.193733243	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.020153953	1	< 0.1%
-1.017414861	1	< 0.1%
-1.017100819	1	< 0.1%
-1.015530732	1	< 0.1%
-1.015407118	1	< 0.1%
-1.015378376	1	< 0.1%
-1.015227192	1	< 0.1%
-1.014637854	1	< 0.1%
-1.014404865	1	< 0.1%
-1.014369814	1	< 0.1%

Value	Count	Frequency (%)
1.025847833	1	< 0.1%
1.025333826	1	< 0.1%
1.025198491	1	< 0.1%
1.024949707	1	< 0.1%
1.024927175	1	< 0.1%
1.024309354	1	< 0.1%
1.024094689	1	< 0.1%
1.023827837	1	< 0.1%
1.02370537	1	< 0.1%
1.023699696	1	< 0.1%

average_y
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09157161734

Minimum	-1.47466907
Maximum	1.456620159
Zeros	0
Zeros (%)	0.0%
Negative	1528
Negative (%)	44.2%
Memory size	27.1 KiB

Quantile statistics

Minimum	-1.47466907
5-th percentile	-1.430262356
Q1	-0.97785479
median	0.071287555
Q3	0.9649821897
95-th percentile	1.374003788
Maximum	1.456620159
Range	2.931289229
Interquartile range (IQR)	1.94283698

Descriptive statistics

Standard deviation	0.959868926
Coefficient of variation (CV)	10.48216635
Kurtosis	-1.262323465
Mean	0.09157161734
Median Absolute Deviation (MAD)	0.9055080245
Skewness	-0.1831712466
Sum	316.4715095
Variance	0.9213483551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	2	0.1%
-1.003231824	1	< 0.1%
-1.002934557	1	< 0.1%
-1.002379545	1	< 0.1%
-1.005154209	1	< 0.1%
-0.993346904	1	< 0.1%
-0.983254356	1	< 0.1%
-0.977646418	1	< 0.1%
-0.984844343	1	< 0.1%
-1.004689252	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.47466907	1	< 0.1%
-1.46933382	1	< 0.1%
-1.46729389	1	< 0.1%
-1.466702725	1	< 0.1%
-1.465054199	1	< 0.1%
-1.464752828	1	< 0.1%
-1.463806141	1	< 0.1%
-1.463554978	1	< 0.1%
-1.462397544	1	< 0.1%
-1.461929989	1	< 0.1%

Value	Count	Frequency (%)
1.456620159	1	< 0.1%
1.456297191	1	< 0.1%
1.455549402	1	< 0.1%
1.454831426	1	< 0.1%
1.454162085	1	< 0.1%
1.453570813	1	< 0.1%
1.447759001	1	< 0.1%
1.447368355	1	< 0.1%
1.446266197	1	< 0.1%
1.444124786	1	< 0.1%

average_z
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1493536536

Minimum	-0.436342243
Maximum	1.021811893
Zeros	0
Zeros (%)	0.0%
Negative	342
Negative (%)	9.9%
Memory size	27.1 KiB

Quantile statistics

Minimum	-0.436342243
5-th percentile	-0.03673285925
Q1	0.090634627
median	0.1644984445
Q3	0.216872379
95-th percentile	0.2970997117
Maximum	1.021811893
Range	1.458154136
Interquartile range (IQR)	0.126237752

Descriptive statistics

Standard deviation	0.1170199946
Coefficient of variation (CV)	0.7835094209
Kurtosis	5.285085465
Mean	0.1493536536
Median Absolute Deviation (MAD)	0.062227382
Skewness	0.2012073509
Sum	516.1662268
Variance	0.01369367914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021	2	0.1%
0.103959198	1	< 0.1%
0.147704671	1	< 0.1%
0.144446555	1	< 0.1%
0.138993067	1	< 0.1%
0.087966628	1	< 0.1%
0.093511447	1	< 0.1%
0.047791803	1	< 0.1%
0.067931231	1	< 0.1%
0.06625884	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.436342243	1	< 0.1%
-0.268964176	1	< 0.1%
-0.246645569	1	< 0.1%
-0.228447763	1	< 0.1%
-0.186752126	1	< 0.1%
-0.182981607	1	< 0.1%
-0.179636367	1	< 0.1%
-0.178887065	1	< 0.1%
-0.177378933	1	< 0.1%
-0.174788582	1	< 0.1%

Value	Count	Frequency (%)
1.021811893	1	< 0.1%
1.021	2	0.1%
1.000108841	1	< 0.1%
0.99609046	1	< 0.1%
0.743983497	1	< 0.1%
0.730958689	1	< 0.1%
0.710203848	1	< 0.1%
0.675637735	1	< 0.1%
0.664077918	1	< 0.1%
0.628644113	1	< 0.1%

average_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.243133443

Minimum	0.980503237
Maximum	1.830450341
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	0.980503237
5-th percentile	1.015729508
Q1	1.035966222
median	1.059309634
Q3	1.602260131
95-th percentile	1.72574442
Maximum	1.830450341
Range	0.849947104
Interquartile range (IQR)	0.566293909

Descriptive statistics

Standard deviation	0.2876750312
Coefficient of variation (CV)	0.2314112236
Kurtosis	-1.300749499
Mean	1.243133443
Median Absolute Deviation (MAD)	0.0332564295
Skewness	0.7790612196
Sum	4296.26918
Variance	0.0827569236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021079331	2	0.1%
1.060954483	1	< 0.1%
1.068401256	1	< 0.1%
1.07173828	1	< 0.1%
1.069968389	1	< 0.1%
1.043020727	1	< 0.1%
1.028327734	1	< 0.1%
1.028748249	1	< 0.1%
1.040095224	1	< 0.1%
1.063260292	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.980503237	1	< 0.1%
0.987136051	1	< 0.1%
0.998329828	1	< 0.1%
0.999057468	1	< 0.1%
0.999213626	1	< 0.1%
0.999330117	1	< 0.1%
0.999429135	1	< 0.1%
0.999444667	1	< 0.1%
0.999470839	1	< 0.1%
0.999564964	1	< 0.1%

Value	Count	Frequency (%)
1.830450341	1	< 0.1%
1.823699498	1	< 0.1%
1.821967758	1	< 0.1%
1.821695545	1	< 0.1%
1.815651098	1	< 0.1%
1.812632245	1	< 0.1%
1.811709561	1	< 0.1%
1.811160433	1	< 0.1%
1.810118706	1	< 0.1%
1.807788049	1	< 0.1%

median_x
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3453
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.1376067407

Minimum	-1.161833927
Maximum	1.079681071
Zeros	0
Zeros (%)	0.0%
Negative	1855
Negative (%)	53.7%
Memory size	27.1 KiB

Quantile statistics

Minimum	-1.161833927
5-th percentile	-1.059332217
Q1	-0.7593054052
median	-0.1042393165
Q3	0.2530383932
95-th percentile	0.9840077627
Maximum	1.079681071
Range	2.241514998
Interquartile range (IQR)	1.012343798

Descriptive statistics

Standard deviation	0.6086041799
Coefficient of variation (CV)	-4.422778831
Kurtosis	-0.7147682845
Mean	-0.1376067407
Median Absolute Deviation (MAD)	0.3611323025
Skewness	-0.04401220849
Sum	-475.5688959
Variance	0.3703990478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	3	0.1%
-1.018	2	0.1%
-0.272878934	1	< 0.1%
-0.161604978	1	< 0.1%
-0.205512745	1	< 0.1%
-0.17826131	1	< 0.1%
-0.185179098	1	< 0.1%
-0.170196159	1	< 0.1%
-0.162883731	1	< 0.1%
-0.20996524	1	< 0.1%
Other values (3443)	3443	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.161833927	1	< 0.1%
-1.161582699	1	< 0.1%
-1.153222934	1	< 0.1%
-1.152002874	1	< 0.1%
-1.149587101	1	< 0.1%
-1.149423419	1	< 0.1%
-1.148521324	1	< 0.1%
-1.146281761	1	< 0.1%
-1.145432351	1	< 0.1%
-1.144110838	1	< 0.1%

Value	Count	Frequency (%)
1.079681071	1	< 0.1%
1.073304792	1	< 0.1%
1.072476243	1	< 0.1%
1.071185899	1	< 0.1%
1.068756587	1	< 0.1%
1.068598938	1	< 0.1%
1.066314619	1	< 0.1%
1.065578812	1	< 0.1%
1.056004676	1	< 0.1%
1.055840195	1	< 0.1%

median_y
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3453
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.08006510791

Minimum	-1.281278944
Maximum	1.282437796
Zeros	0
Zeros (%)	0.0%
Negative	1482
Negative (%)	42.9%
Memory size	27.1 KiB

Quantile statistics

Minimum	-1.281278944
5-th percentile	-1.229134335
Q1	-0.965053411
median	0.0582374015
Q3	0.969917971
95-th percentile	1.15746978
Maximum	1.282437796
Range	2.56371674
Interquartile range (IQR)	1.934971382

Descriptive statistics

Standard deviation	0.8662122792
Coefficient of variation (CV)	10.81884858
Kurtosis	-1.360985669
Mean	0.08006510791
Median Absolute Deviation (MAD)	0.930839762
Skewness	-0.2164461041
Sum	276.7050129
Variance	0.7503237127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.009	3	0.1%
0.158	2	0.1%
-1.129949448	1	< 0.1%
-1.05782035	1	< 0.1%
-1.036288871	1	< 0.1%
-1.041709435	1	< 0.1%
-1.025074147	1	< 0.1%
-1.072743916	1	< 0.1%
-1.034929618	1	< 0.1%
-1.00513797	1	< 0.1%
Other values (3443)	3443	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.281278944	1	< 0.1%
-1.279378506	1	< 0.1%
-1.275704064	1	< 0.1%
-1.274845206	1	< 0.1%
-1.270893672	1	< 0.1%
-1.270868254	1	< 0.1%
-1.270645604	1	< 0.1%
-1.269730509	1	< 0.1%
-1.268112291	1	< 0.1%
-1.267842859	1	< 0.1%

Value	Count	Frequency (%)
1.282437796	1	< 0.1%
1.25080416	1	< 0.1%
1.250733812	1	< 0.1%
1.249296011	1	< 0.1%
1.248282049	1	< 0.1%
1.247763976	1	< 0.1%
1.247279218	1	< 0.1%
1.245090259	1	< 0.1%
1.243894105	1	< 0.1%
1.243676658	1	< 0.1%

median_z
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3452
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1488976378

Minimum	-0.531413331
Maximum	1.023487563
Zeros	0
Zeros (%)	0.0%
Negative	217
Negative (%)	6.3%
Memory size	27.1 KiB

Quantile statistics

Minimum	-0.531413331
5-th percentile	-0.01397036625
Q1	0.09735692
median	0.1533786685
Q3	0.2012030502
95-th percentile	0.28060626
Maximum	1.023487563
Range	1.554900894
Interquartile range (IQR)	0.1038461303

Descriptive statistics

Standard deviation	0.1059193107
Coefficient of variation (CV)	0.7113565551
Kurtosis	10.09755941
Mean	0.1488976378
Median Absolute Deviation (MAD)	0.051850261
Skewness	1.119197445
Sum	514.5902364
Variance	0.01121890038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021	3	0.1%
0.132	2	0.1%
0.147	2	0.1%
-0.012175271	1	< 0.1%
0.063275058	1	< 0.1%
0.130846971	1	< 0.1%
0.100909807	1	< 0.1%
0.103813304	1	< 0.1%
0.067531502	1	< 0.1%
0.080074762	1	< 0.1%
Other values (3442)	3442	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.531413331	1	< 0.1%
-0.216660067	1	< 0.1%
-0.209580395	1	< 0.1%
-0.135879178	1	< 0.1%
-0.135	1	< 0.1%
-0.130650679	1	< 0.1%
-0.121974295	1	< 0.1%
-0.120848168	1	< 0.1%
-0.120612753	1	< 0.1%
-0.118124743	1	< 0.1%

Value	Count	Frequency (%)
1.023487563	1	< 0.1%
1.021	3	0.1%
1.000328598	1	< 0.1%
1	1	< 0.1%
0.845241839	1	< 0.1%
0.747526417	1	< 0.1%
0.716101163	1	< 0.1%
0.714478471	1	< 0.1%
0.695560329	1	< 0.1%
0.667876346	1	< 0.1%

median_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3453
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.130510088

Minimum	0.928176204
Maximum	1.593939236
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	0.928176204
5-th percentile	1.00100991
Q1	1.041402033
median	1.090072383
Q3	1.226127638
95-th percentile	1.350772233
Maximum	1.593939236
Range	0.665763032
Interquartile range (IQR)	0.1847256052

Descriptive statistics

Standard deviation	0.1173712218
Coefficient of variation (CV)	0.1038214723
Kurtosis	-0.07300135935
Mean	1.130510088
Median Absolute Deviation (MAD)	0.0625255065
Skewness	0.8899874201
Sum	3907.042863
Variance	0.01377600371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.021079331	3	0.1%
1.03861061	2	0.1%
1.253169626	1	< 0.1%
1.122544986	1	< 0.1%
1.127916434	1	< 0.1%
1.128673457	1	< 0.1%
1.10690776	1	< 0.1%
1.121649138	1	< 0.1%
1.06946174	1	< 0.1%
1.051883139	1	< 0.1%
Other values (3443)	3443	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.928176204	1	< 0.1%
0.930062532	1	< 0.1%
0.932996766	1	< 0.1%
0.935908178	1	< 0.1%
0.936426701	1	< 0.1%
0.939249588	1	< 0.1%
0.940674872	1	< 0.1%
0.942529849	1	< 0.1%
0.944447934	1	< 0.1%
0.944808825	1	< 0.1%

Value	Count	Frequency (%)
1.593939236	1	< 0.1%
1.564029559	1	< 0.1%
1.551314734	1	< 0.1%
1.52426336	1	< 0.1%
1.516609277	1	< 0.1%
1.512448863	1	< 0.1%
1.507834705	1	< 0.1%
1.506918324	1	< 0.1%
1.501616006	1	< 0.1%
1.500051573	1	< 0.1%

std_x
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.506261441

Minimum	1.43 × 10^-17
Maximum	1.181908822
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.43 × 10^-17
5-th percentile	0.1520950317
Q1	0.2283321865
median	0.3471699565
Q3	0.936091235
95-th percentile	1.059967204
Maximum	1.181908822
Range	1.181908822
Interquartile range (IQR)	0.7077590485

Descriptive statistics

Standard deviation	0.344131259
Coefficient of variation (CV)	0.6797500878
Kurtosis	-1.28029039
Mean	0.506261441
Median Absolute Deviation (MAD)	0.1536906895
Skewness	0.6185299053
Sum	1749.63954
Variance	0.1184263234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.43 × 10^-17	2	0.1%
0.228310765	1	< 0.1%
0.242844918	1	< 0.1%
0.257669748	1	< 0.1%
0.25102115	1	< 0.1%
0.191861652	1	< 0.1%
0.162657937	1	< 0.1%
0.187886139	1	< 0.1%
0.188774615	1	< 0.1%
0.276757072	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.43 × 10^-17	2	0.1%
0.000737979	1	< 0.1%
0.001011259	1	< 0.1%
0.004470101	1	< 0.1%
0.006570841	1	< 0.1%
0.007203123	1	< 0.1%
0.007765657	1	< 0.1%
0.008429703	1	< 0.1%
0.00870156	1	< 0.1%
0.008800026	1	< 0.1%

Value	Count	Frequency (%)
1.181908822	1	< 0.1%
1.171883633	1	< 0.1%
1.164388223	1	< 0.1%
1.161991052	1	< 0.1%
1.158730491	1	< 0.1%
1.154804398	1	< 0.1%
1.153301638	1	< 0.1%
1.151589657	1	< 0.1%
1.1514616	1	< 0.1%
1.151405335	1	< 0.1%

std_y
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.417770486

Minimum	1.4 × 10^-17
Maximum	0.895886883
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.4 × 10^-17
5-th percentile	0.1741911437
Q1	0.2525500338
median	0.320688511
Q3	0.6492837785
95-th percentile	0.8121452925
Maximum	0.895886883
Range	0.895886883
Interquartile range (IQR)	0.3967337448

Descriptive statistics

Standard deviation	0.2238654558
Coefficient of variation (CV)	0.5358575182
Kurtosis	-1.017245841
Mean	0.417770486
Median Absolute Deviation (MAD)	0.103481347
Skewness	0.5811532813
Sum	1443.8148
Variance	0.0501157423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.739587919	1	< 0.1%
0.312999132	1	< 0.1%
0.308168174	1	< 0.1%
0.317931864	1	< 0.1%
0.321240094	1	< 0.1%
0.327039969	1	< 0.1%
0.309325774	1	< 0.1%
0.31044233	1	< 0.1%
0.296071762	1	< 0.1%
0.380015221	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.4 × 10^-17	1	< 0.1%
1.43 × 10^-17	1	< 0.1%
0.000424595	1	< 0.1%
0.000944453	1	< 0.1%
0.003523471	1	< 0.1%
0.004056559	1	< 0.1%
0.004353521	1	< 0.1%
0.004545071	1	< 0.1%
0.005942476	1	< 0.1%
0.006061375	1	< 0.1%

Value	Count	Frequency (%)
0.895886883	1	< 0.1%
0.893250604	1	< 0.1%
0.890902957	1	< 0.1%
0.8901709	1	< 0.1%
0.889680214	1	< 0.1%
0.889028423	1	< 0.1%
0.888423335	1	< 0.1%
0.886509071	1	< 0.1%
0.882655559	1	< 0.1%
0.882592446	1	< 0.1%

std_z
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2054276404

Minimum	5.33 × 10^-16
Maximum	0.792401213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	5.33 × 10^-16
5-th percentile	0.0947329495
Q1	0.1262035208
median	0.171391572
Q3	0.2437756377
95-th percentile	0.444188151
Maximum	0.792401213
Range	0.792401213
Interquartile range (IQR)	0.117572117

Descriptive statistics

Standard deviation	0.1186387277
Coefficient of variation (CV)	0.5775207632
Kurtosis	4.526267171
Mean	0.2054276404
Median Absolute Deviation (MAD)	0.051545379
Skewness	1.894198897
Sum	709.9579253
Variance	0.0140751477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.357869251	1	< 0.1%
0.138760174	1	< 0.1%
0.120254712	1	< 0.1%
0.131326215	1	< 0.1%
0.120039867	1	< 0.1%
0.118202678	1	< 0.1%
0.10314443	1	< 0.1%
0.103307613	1	< 0.1%
0.116924727	1	< 0.1%
0.122104077	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.33 × 10^-16	1	< 0.1%
5.35 × 10^-16	1	< 0.1%
0.000442148	1	< 0.1%
0.001304643	1	< 0.1%
0.004452579	1	< 0.1%
0.00668332	1	< 0.1%
0.007483296	1	< 0.1%
0.007900018	1	< 0.1%
0.008629642	1	< 0.1%
0.008818629	1	< 0.1%

Value	Count	Frequency (%)
0.792401213	1	< 0.1%
0.785376608	1	< 0.1%
0.784595752	1	< 0.1%
0.769032206	1	< 0.1%
0.761522907	1	< 0.1%
0.760706033	1	< 0.1%
0.759625073	1	< 0.1%
0.757922974	1	< 0.1%
0.755149593	1	< 0.1%
0.752826515	1	< 0.1%

std_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5277571896

Minimum	4.97 × 10^-16
Maximum	1.116513805
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	4.97 × 10^-16
5-th percentile	0.2504392365
Q1	0.3292679305
median	0.3829454745
Q3	0.86518539
95-th percentile	0.9714249485
Maximum	1.116513805
Range	1.116513805
Interquartile range (IQR)	0.5359174595

Descriptive statistics

Standard deviation	0.2803373338
Coefficient of variation (CV)	0.5311861957
Kurtosis	-1.183366127
Mean	0.5277571896
Median Absolute Deviation (MAD)	0.084007146
Skewness	0.5097789635
Sum	1823.928847
Variance	0.07858902072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.802702515	1	< 0.1%
0.323579542	1	< 0.1%
0.31301258	1	< 0.1%
0.322688565	1	< 0.1%
0.323859004	1	< 0.1%
0.329200843	1	< 0.1%
0.311333841	1	< 0.1%
0.323213158	1	< 0.1%
0.303672643	1	< 0.1%
0.395773951	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.97 × 10^-16	1	< 0.1%
4.99 × 10^-16	1	< 0.1%
0.000399589	1	< 0.1%
0.001311176	1	< 0.1%
0.002760577	1	< 0.1%
0.004074924	1	< 0.1%
0.004545162	1	< 0.1%
0.006299593	1	< 0.1%
0.007082634	1	< 0.1%
0.007475404	1	< 0.1%

Value	Count	Frequency (%)
1.116513805	1	< 0.1%
1.116499992	1	< 0.1%
1.11170705	1	< 0.1%
1.109656483	1	< 0.1%
1.107006023	1	< 0.1%
1.104095589	1	< 0.1%
1.100807311	1	< 0.1%
1.096349208	1	< 0.1%
1.096220861	1	< 0.1%
1.09232205	1	< 0.1%

var_x
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3746927032

Minimum	2.06 × 10^-34
Maximum	1.396908463
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	2.06 × 10^-34
5-th percentile	0.023132899
Q1	0.05213558725
median	0.1205269805
Q3	0.8762668002
95-th percentile	1.123530487
Maximum	1.396908463
Range	1.396908463
Interquartile range (IQR)	0.824131213

Descriptive statistics

Standard deviation	0.4272243489
Coefficient of variation (CV)	1.140199276
Kurtosis	-1.054073226
Mean	0.3746927032
Median Absolute Deviation (MAD)	0.0851548215
Skewness	0.8534893348
Sum	1294.937982
Variance	0.1825206443
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.06 × 10^-34	2	0.1%
0.052125805	1	< 0.1%
0.058973654	1	< 0.1%
0.066393699	1	< 0.1%
0.063011618	1	< 0.1%
0.036810894	1	< 0.1%
0.026457605	1	< 0.1%
0.035301201	1	< 0.1%
0.035635855	1	< 0.1%
0.076594477	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.06 × 10^-34	2	0.1%
5.45 × 10^-7	1	< 0.1%
1.02 × 10^-6	1	< 0.1%
2 × 10^-5	1	< 0.1%
4.32 × 10^-5	1	< 0.1%
5.19 × 10^-5	1	< 0.1%
6.03 × 10^-5	1	< 0.1%
7.11 × 10^-5	1	< 0.1%
7.57 × 10^-5	1	< 0.1%
7.74 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1.396908463	1	< 0.1%
1.373311249	1	< 0.1%
1.355799934	1	< 0.1%
1.350223204	1	< 0.1%
1.342656351	1	< 0.1%
1.333573197	1	< 0.1%
1.330104667	1	< 0.1%
1.326158738	1	< 0.1%
1.325863817	1	< 0.1%
1.325734246	1	< 0.1%

var_y
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2246334202

Minimum	1.96 × 10^-34
Maximum	0.802613307
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.96 × 10^-34
5-th percentile	0.03034259975
Q1	0.06378152225
median	0.1028411215
Q3	0.4215694255
95-th percentile	0.6595799765
Maximum	0.802613307
Range	0.802613307
Interquartile range (IQR)	0.3577879033

Descriptive statistics

Standard deviation	0.2198713073
Coefficient of variation (CV)	0.9788005148
Kurtosis	-0.5451108495
Mean	0.2246334202
Median Absolute Deviation (MAD)	0.0579415905
Skewness	0.9685551588
Sum	776.3331001
Variance	0.04834339178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.54699029	1	< 0.1%
0.097968457	1	< 0.1%
0.094967623	1	< 0.1%
0.10108067	1	< 0.1%
0.103195198	1	< 0.1%
0.106955141	1	< 0.1%
0.095682435	1	< 0.1%
0.09637444	1	< 0.1%
0.087658488	1	< 0.1%
0.144411568	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.96 × 10^-34	1	< 0.1%
2.06 × 10^-34	1	< 0.1%
1.8 × 10^-7	1	< 0.1%
8.92 × 10^-7	1	< 0.1%
1.24 × 10^-5	1	< 0.1%
1.65 × 10^-5	1	< 0.1%
1.9 × 10^-5	1	< 0.1%
2.07 × 10^-5	1	< 0.1%
3.53 × 10^-5	1	< 0.1%
3.67 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.802613307	1	< 0.1%
0.797896642	1	< 0.1%
0.793708079	1	< 0.1%
0.792404231	1	< 0.1%
0.791530883	1	< 0.1%
0.790371536	1	< 0.1%
0.789296022	1	< 0.1%
0.785898333	1	< 0.1%
0.779080836	1	< 0.1%
0.778969426	1	< 0.1%

var_z
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05627159051

Minimum	2.84 × 10^-31
Maximum	0.627899683
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	2.84 × 10^-31
5-th percentile	0.0089743345
Q1	0.0159273305
median	0.029375071
Q3	0.0594265685
95-th percentile	0.197303205
Maximum	0.627899683
Range	0.627899683
Interquartile range (IQR)	0.043499238

Descriptive statistics

Standard deviation	0.07914807861
Coefficient of variation (CV)	1.40653708
Kurtosis	16.40424924
Mean	0.05627159051
Median Absolute Deviation (MAD)	0.0159412765
Skewness	3.654687356
Sum	194.4746168
Variance	0.006264418347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.128070401	1	< 0.1%
0.019254386	1	< 0.1%
0.014461196	1	< 0.1%
0.017246575	1	< 0.1%
0.01440957	1	< 0.1%
0.013971873	1	< 0.1%
0.010638773	1	< 0.1%
0.010672463	1	< 0.1%
0.013671392	1	< 0.1%
0.014909406	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.84 × 10^-31	1	< 0.1%
2.86 × 10^-31	1	< 0.1%
1.95 × 10^-7	1	< 0.1%
1.7 × 10^-6	1	< 0.1%
1.98 × 10^-5	1	< 0.1%
4.47 × 10^-5	1	< 0.1%
5.6 × 10^-5	1	< 0.1%
6.24 × 10^-5	1	< 0.1%
7.45 × 10^-5	1	< 0.1%
7.78 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
0.627899683	1	< 0.1%
0.616816417	1	< 0.1%
0.615590494	1	< 0.1%
0.591410535	1	< 0.1%
0.579917139	1	< 0.1%
0.578673668	1	< 0.1%
0.577030251	1	< 0.1%
0.574447235	1	< 0.1%
0.570250908	1	< 0.1%
0.566747761	1	< 0.1%

var_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.357093932

Minimum	2.47 × 10^-31
Maximum	1.246603077
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	2.47 × 10^-31
5-th percentile	0.06271981475
Q1	0.1084173715
median	0.1466472535
Q3	0.7485457638
95-th percentile	0.9436664308
Maximum	1.246603077
Range	1.246603077
Interquartile range (IQR)	0.6401283923

Descriptive statistics

Standard deviation	0.3410198841
Coefficient of variation (CV)	0.9549864996
Kurtosis	-1.071110358
Mean	0.357093932
Median Absolute Deviation (MAD)	0.0593842955
Skewness	0.8060451471
Sum	1234.116629
Variance	0.1162945614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.644331327	1	< 0.1%
0.10470372	1	< 0.1%
0.097976875	1	< 0.1%
0.10412791	1	< 0.1%
0.104884655	1	< 0.1%
0.108373195	1	< 0.1%
0.096928761	1	< 0.1%
0.104466746	1	< 0.1%
0.092217074	1	< 0.1%
0.15663702	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.47 × 10^-31	1	< 0.1%
2.49 × 10^-31	1	< 0.1%
1.6 × 10^-7	1	< 0.1%
1.72 × 10^-6	1	< 0.1%
7.62 × 10^-6	1	< 0.1%
1.66 × 10^-5	1	< 0.1%
2.07 × 10^-5	1	< 0.1%
3.97 × 10^-5	1	< 0.1%
5.02 × 10^-5	1	< 0.1%
5.59 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
1.246603077	1	< 0.1%
1.246572233	1	< 0.1%
1.235892566	1	< 0.1%
1.231337511	1	< 0.1%
1.225462334	1	< 0.1%
1.21902707	1	< 0.1%
1.211776737	1	< 0.1%
1.201981586	1	< 0.1%
1.201700176	1	< 0.1%
1.193167461	1	< 0.1%

range_x
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.622826779

Minimum	9.89 × 10^-17
Maximum	6.666338717
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	9.89 × 10^-17
5-th percentile	0.81763299
Q1	1.15990248
median	1.443940929
Q3	5.173270643
95-th percentile	5.826767871
Maximum	6.666338717
Range	6.666338717
Interquartile range (IQR)	4.013368162

Descriptive statistics

Standard deviation	1.989585977
Coefficient of variation (CV)	0.7585655267
Kurtosis	-1.333090693
Mean	2.622826779
Median Absolute Deviation (MAD)	0.454647667
Skewness	0.7008818346
Sum	9064.489349
Variance	3.958452361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.89 × 10^-17	2	0.1%
1.300590219	1	< 0.1%
1.472564223	1	< 0.1%
1.474194571	1	< 0.1%
1.426537045	1	< 0.1%
0.967285761	1	< 0.1%
0.821906645	1	< 0.1%
0.895798144	1	< 0.1%
1.080054458	1	< 0.1%
1.747499815	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.89 × 10^-17	2	0.1%
0.005204335	1	< 0.1%
0.006921618	1	< 0.1%
0.044485336	1	< 0.1%
0.048124266	1	< 0.1%
0.049396577	1	< 0.1%
0.063240323	1	< 0.1%
0.067451082	1	< 0.1%
0.068011969	1	< 0.1%
0.070637054	1	< 0.1%

Value	Count	Frequency (%)
6.666338717	1	< 0.1%
6.65757025	1	< 0.1%
6.615320995	1	< 0.1%
6.522590634	1	< 0.1%
6.504202464	1	< 0.1%
6.473618518	1	< 0.1%
6.457535947	1	< 0.1%
6.433937902	1	< 0.1%
6.422453477	1	< 0.1%
6.420241544	1	< 0.1%

range_y
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3455
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.946936539

Minimum	9.89 × 10^-17
Maximum	4.32879766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	9.89 × 10^-17
5-th percentile	0.9112766203
Q1	1.22559386
median	1.468542001
Q3	2.912041496
95-th percentile	3.73932177
Maximum	4.32879766
Range	4.32879766
Interquartile range (IQR)	1.686447636

Descriptive statistics

Standard deviation	0.9927003076
Coefficient of variation (CV)	0.5098781021
Kurtosis	-0.9013313957
Mean	1.946936539
Median Absolute Deviation (MAD)	0.3710354635
Skewness	0.6567203346
Sum	6728.61268
Variance	0.9854539007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.89 × 10^-17	2	0.1%
1.270649867	1	< 0.1%
1.390906764	1	< 0.1%
1.389640514	1	< 0.1%
1.357355601	1	< 0.1%
1.268518859	1	< 0.1%
1.233022069	1	< 0.1%
1.335088954	1	< 0.1%
1.199015248	1	< 0.1%
1.540156518	1	< 0.1%
Other values (3445)	3445	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.89 × 10^-17	2	0.1%
0.003469872	1	< 0.1%
0.003681173	1	< 0.1%
0.022074186	1	< 0.1%
0.023201353	1	< 0.1%
0.02485512	1	< 0.1%
0.038036105	1	< 0.1%
0.040834975	1	< 0.1%
0.044418542	1	< 0.1%
0.046914754	1	< 0.1%

Value	Count	Frequency (%)
4.32879766	1	< 0.1%
4.32559803	1	< 0.1%
4.290260776	1	< 0.1%
4.269340437	1	< 0.1%
4.259072761	1	< 0.1%
4.258579655	1	< 0.1%
4.255352683	1	< 0.1%
4.239929485	1	< 0.1%
4.232022738	1	< 0.1%
4.220980755	1	< 0.1%

range_z
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.177118326

Minimum	1.33 × 10^-15
Maximum	4.506592927
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.33 × 10^-15
5-th percentile	0.4707159363
Q1	0.6396746362
median	0.936859176
Q3	1.451231893
95-th percentile	2.697938314
Maximum	4.506592927
Range	4.506592927
Interquartile range (IQR)	0.8115572563

Descriptive statistics

Standard deviation	0.761665885
Coefficient of variation (CV)	0.647059746
Kurtosis	2.98524083
Mean	1.177118326
Median Absolute Deviation (MAD)	0.3392196115
Skewness	1.669672841
Sum	4068.120934
Variance	0.5801349203
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.904100893	1	< 0.1%
0.742059928	1	< 0.1%
0.62635009	1	< 0.1%
0.721233896	1	< 0.1%
0.685068549	1	< 0.1%
0.612998218	1	< 0.1%
0.55486952	1	< 0.1%
0.551279213	1	< 0.1%
0.705638468	1	< 0.1%
0.716888188	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.33 × 10^-15	1	< 0.1%
2 × 10^-15	1	< 0.1%
0.004131844	1	< 0.1%
0.005212777	1	< 0.1%
0.037337185	1	< 0.1%
0.043017739	1	< 0.1%
0.043482666	1	< 0.1%
0.048132973	1	< 0.1%
0.049260466	1	< 0.1%
0.050081425	1	< 0.1%

Value	Count	Frequency (%)
4.506592927	1	< 0.1%
4.465015371	1	< 0.1%
4.354680058	1	< 0.1%
4.320707833	1	< 0.1%
4.281921667	1	< 0.1%
4.258541144	1	< 0.1%
4.251865776	1	< 0.1%
4.245145015	1	< 0.1%
4.233267866	1	< 0.1%
4.230806612	1	< 0.1%

range_abs
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	3456
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.312684246

Minimum	1.33 × 10^-15
Maximum	5.26068796
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	27.1 KiB

Quantile statistics

Minimum	1.33 × 10^-15
5-th percentile	1.086815733
Q1	1.335520113
median	1.56624996
Q3	3.886833256
95-th percentile	4.547775096
Maximum	5.26068796
Range	5.26068796
Interquartile range (IQR)	2.551313143

Descriptive statistics

Standard deviation	1.343370393
Coefficient of variation (CV)	0.5808706463
Kurtosis	-1.220110183
Mean	2.312684246
Median Absolute Deviation (MAD)	0.3369707995
Skewness	0.6426532614
Sum	7992.636754
Variance	1.804644012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.741608044	1	< 0.1%
1.355881556	1	< 0.1%
1.386952667	1	< 0.1%
1.341302863	1	< 0.1%
1.448186751	1	< 0.1%
1.320608675	1	< 0.1%
1.203934246	1	< 0.1%
1.419282071	1	< 0.1%
1.197633432	1	< 0.1%
1.644857155	1	< 0.1%
Other values (3446)	3446	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.33 × 10^-15	1	< 0.1%
2 × 10^-15	1	< 0.1%
0.003914873	1	< 0.1%
0.005232008	1	< 0.1%
0.021024852	1	< 0.1%
0.026184905	1	< 0.1%
0.044113309	1	< 0.1%
0.046890005	1	< 0.1%
0.048588538	1	< 0.1%
0.058668652	1	< 0.1%

Value	Count	Frequency (%)
5.26068796	1	< 0.1%
5.200503781	1	< 0.1%
5.176048896	1	< 0.1%
5.167215153	1	< 0.1%
5.166373961	1	< 0.1%
5.132038074	1	< 0.1%
5.111864556	1	< 0.1%
5.088400341	1	< 0.1%
5.071547359	1	< 0.1%
5.070754142	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	fatigue status	subject id	activity	position	order of time	min_x	min_y	min_z	min_abs	max_x	max_y	max_z	max_abs	average_x	average_y	average_z	average_abs	median_x	median_y	median_z	median_abs	std_x	std_y	std_z	std_abs	var_x	var_y	var_z	var_abs	range_x	range_y	range_z	range_abs
0	0	pref	1	walk	ankle	1	-1.666586	-3.369942	-1.004515	0.543995	3.529510	0.133768	0.899586	4.285603	-0.219868	-1.333620	-0.036678	1.604442	-0.272879	-1.129949	-0.012175	1.253170	0.846181	0.739588	0.357869	0.802703	0.716021	0.546990	0.128070	0.644331	5.196096	3.503710	1.904101	3.741608
1	1	pref	1	walk	ankle	1	-1.719703	-3.467588	-1.201145	0.639574	3.741023	0.042868	0.959449	4.551759	-0.217683	-1.412366	-0.041082	1.708210	-0.293303	-1.200664	-0.007178	1.323875	0.941959	0.774067	0.410574	0.883193	0.887288	0.599179	0.168571	0.780031	5.460726	3.510456	2.160594	3.912185
2	2	pref	1	walk	ankle	1	-1.787620	-3.527154	-1.160556	0.648391	3.729927	0.060303	0.913621	4.548308	-0.199166	-1.430649	-0.027728	1.726646	-0.279804	-1.211285	-0.010637	1.337642	0.967384	0.784440	0.395116	0.901268	0.935832	0.615346	0.156117	0.812283	5.517546	3.587457	2.074177	3.899917
3	3	pref	1	walk	ankle	1	-1.795576	-3.502021	-1.111818	0.645545	3.954491	0.111993	0.920629	4.724261	-0.198807	-1.427603	-0.037922	1.724429	-0.271068	-1.207968	-0.017982	1.328807	0.969760	0.783312	0.386223	0.898690	0.940434	0.613578	0.149168	0.807644	5.750066	3.614015	2.032447	4.078716
4	4	pref	1	walk	ankle	1	-1.756625	-3.475091	-1.153110	0.633805	3.684966	0.023153	0.933295	4.511043	-0.204406	-1.440369	-0.038216	1.736274	-0.287479	-1.222287	-0.012045	1.345195	0.958411	0.793327	0.413299	0.906142	0.918551	0.629367	0.170816	0.821093	5.441591	3.498245	2.086405	3.877238
5	5	pref	1	walk	ankle	1	-1.752315	-3.515573	-1.060342	0.673062	3.747448	0.048114	0.905519	4.543534	-0.199190	-1.433686	-0.027997	1.727025	-0.285080	-1.215481	-0.005239	1.325097	0.956931	0.790325	0.400588	0.901785	0.915716	0.624614	0.160471	0.813215	5.499763	3.563687	1.965861	3.870472
6	6	pref	1	walk	ankle	1	-1.752073	-3.495058	-1.091014	0.664770	3.664838	0.000464	0.920489	4.467606	-0.200563	-1.417882	-0.032864	1.717661	-0.280294	-1.194709	-0.018843	1.323432	0.952185	0.794497	0.407440	0.896841	0.906656	0.631225	0.166008	0.804325	5.416911	3.495521	2.011502	3.802836
7	7	pref	1	walk	ankle	1	-1.748664	-3.505211	-1.056185	0.684067	3.705110	0.053036	0.916215	4.499726	-0.195799	-1.435344	-0.032727	1.730440	-0.263506	-1.215680	-0.003667	1.331098	0.964436	0.788390	0.396425	0.901750	0.930137	0.621558	0.157153	0.813153	5.453774	3.558246	1.972400	3.815659
8	8	pref	1	walk	ankle	1	-1.721400	-3.541905	-1.208009	0.634561	3.699395	0.052631	1.010978	4.489773	-0.190083	-1.447356	-0.037682	1.747360	-0.264054	-1.228391	-0.017523	1.362052	0.964135	0.795525	0.427678	0.907485	0.929557	0.632860	0.182908	0.823529	5.420794	3.594535	2.218986	3.855212
9	9	pref	1	walk	ankle	1	-1.735971	-3.552481	-1.150993	0.686911	3.778264	0.069409	0.940018	4.568073	-0.169625	-1.449857	-0.040471	1.761744	-0.264689	-1.220049	-0.010677	1.338450	1.018627	0.802149	0.410112	0.936491	1.037601	0.643443	0.168192	0.877016	5.514235	3.621890	2.091011	3.881163

Last rows

	df_index	fatigue status	subject id	activity	position	order of time	min_x	min_y	min_z	min_abs	max_x	max_y	max_z	max_abs	average_x	average_y	average_z	average_abs	median_x	median_y	median_z	median_abs	std_x	std_y	std_z	std_abs	var_x	var_y	var_z	var_abs	range_x	range_y	range_z	range_abs
3446	3608	post	20	walk	tricep	3	-0.143086	0.250409	-0.236134	0.323161	0.918941	1.593948	0.684645	1.663835	0.346679	0.912079	0.208076	1.025792	0.342747	0.920273	0.203864	1.028101	0.220044	0.322127	0.154495	0.345135	0.048420	0.103766	0.023869	0.119118	1.062028	1.343539	0.920779	1.340674
3447	3609	post	20	walk	tricep	3	-0.249477	0.245157	-0.167782	0.353822	0.882800	1.572868	0.616265	1.667341	0.338945	0.914901	0.218506	1.028579	0.313027	0.916501	0.216201	1.017192	0.208042	0.330202	0.154540	0.343275	0.043282	0.109033	0.023883	0.117838	1.132277	1.327712	0.784047	1.313519
3448	3610	post	20	walk	tricep	3	-0.097277	0.273465	-0.187803	0.412887	0.796846	1.584688	0.631313	1.744749	0.345825	0.919216	0.212804	1.032786	0.333909	0.922056	0.208028	1.033136	0.202180	0.323285	0.160379	0.338004	0.040877	0.104513	0.025721	0.114246	0.894123	1.311223	0.819116	1.331861
3449	3611	post	20	walk	tricep	3	-0.209738	0.247962	-0.097817	0.342086	0.888278	1.654553	0.673907	1.766519	0.328082	0.909991	0.236569	1.023028	0.286593	0.898839	0.226061	1.004668	0.218430	0.335537	0.150649	0.357824	0.047712	0.112585	0.022695	0.128038	1.098016	1.406592	0.771724	1.424433
3450	3612	post	20	walk	tricep	3	-0.378738	0.300302	-0.079936	0.387059	0.965441	1.567510	0.639308	1.644963	0.330892	0.918698	0.222901	1.028524	0.308121	0.929513	0.210975	1.018929	0.217848	0.327208	0.143717	0.347047	0.047458	0.107065	0.020654	0.120441	1.344179	1.267208	0.719244	1.257903
3451	3613	post	20	walk	tricep	3	-0.262150	0.224147	-0.253166	0.320720	0.990209	1.612614	0.705035	1.695096	0.336307	0.912568	0.221087	1.028770	0.302483	0.932607	0.208577	1.027614	0.230819	0.339418	0.170348	0.365831	0.053278	0.115205	0.029018	0.133833	1.252359	1.388467	0.958201	1.374376
3452	3614	post	20	walk	tricep	3	-0.431160	0.214795	-0.376729	0.381841	1.012255	1.610735	0.725222	1.796446	0.339579	0.920107	0.219721	1.037218	0.317166	0.917660	0.212901	1.016677	0.242520	0.320010	0.159424	0.347762	0.058816	0.102406	0.025416	0.120938	1.443416	1.395940	1.101951	1.414606
3453	3615	post	20	walk	tricep	3	-0.282897	0.281101	-0.289797	0.393997	0.899444	1.585112	0.700551	1.685965	0.345882	0.908773	0.213355	1.029319	0.342988	0.919417	0.207465	1.009299	0.219225	0.322955	0.170997	0.336238	0.048060	0.104300	0.029240	0.113056	1.182341	1.304011	0.990348	1.291968
3454	3616	post	20	walk	tricep	3	-0.287144	0.270978	-0.245847	0.413972	0.984511	1.708158	0.694836	1.804238	0.344236	0.923405	0.213815	1.043210	0.302068	0.942803	0.208419	1.041395	0.232219	0.326060	0.173325	0.344697	0.053926	0.106315	0.030041	0.118816	1.271655	1.437179	0.940683	1.390266
3455	3617	post	20	walk	tricep	3	-0.263105	0.319489	-0.208029	0.345171	1.086425	1.691910	0.632032	1.801091	0.323657	0.912310	0.227693	1.024893	0.295933	0.901240	0.210654	0.991691	0.237579	0.327659	0.152035	0.354061	0.056444	0.107361	0.023115	0.125359	1.349530	1.372421	0.840061	1.455920

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows